| DQ-LoRe: Dual Queries with Low Rank Approximation Re-ranking for In-Context Learning | Oct 4, 2023 | Dimensionality ReductionIn-Context Learning | CodeCode Available | 1 |
| Improving Automatic VQA Evaluation Using Large Language Models | Oct 4, 2023 | In-Context LearningQuestion Answering | —Unverified | 0 |
| How FaR Are Large Language Models From Agents with Theory-of-Mind? | Oct 4, 2023 | In-Context LearningQuestion Answering | CodeCode Available | 0 |
| Fool Your (Vision and) Language Model With Embarrassingly Simple Permutations | Oct 2, 2023 | In-Context LearningInstruction Following | CodeCode Available | 1 |
| GraphText: Graph Reasoning in Text Space | Oct 2, 2023 | In-Context LearningText Generation | CodeCode Available | 0 |
| Synthetic Data Generation in Low-Resource Settings via Fine-Tuning of Large Language Models | Oct 2, 2023 | Data AugmentationIn-Context Learning | —Unverified | 0 |
| Beyond Task Performance: Evaluating and Reducing the Flaws of Large Multimodal Models with In-Context Learning | Oct 1, 2023 | In-Context LearningInstruction Following | CodeCode Available | 1 |
| Towards LLM-based Fact Verification on News Claims with a Hierarchical Step-by-Step Prompting Method | Sep 30, 2023 | Claim VerificationFact Verification | CodeCode Available | 1 |
| Understanding In-Context Learning from Repetitions | Sep 30, 2023 | In-Context LearningText Generation | CodeCode Available | 0 |
| Decoding In-Context Learning: Neuroscience-inspired Analysis of Representations in Large Language Models | Sep 30, 2023 | In-Context LearningReading Comprehension | —Unverified | 0 |
